This research-driven report analyzes how observability is evolving into an enterprise-wide intelligence layer in the AI era. With 100% of surveyed organizations adopting AI, leaders are increasing observability budgets to manage AI performance, governance, security, and transparency. AI capabilities now rank as the top criterion for selecting observability platforms. The report highlights ROI areas such as optimizing model configurations, automating remediation, and detecting anomalies. It also addresses trust concerns—cybersecurity, data privacy, and compliance—positioning observability as essential for safe, scalable AI transformation.

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